Hadoop Testing
Duration: 30-35hrs
Course Content:
Introduction
- Big Data and Bad Data
- Characteristics of Big Data (3Vs)
- Big Data Testing Vs. Traditional Database Testing
- Tools used in Big Data Scenarios
- Challenges in Big Data Testing
- Big data Testing Strategy
- Testing Steps in verifying Big Data Applications
- Data Staging Validation
- “MapReduce” Validation
- Output validation Phase
- For validation of Pre-Hadoop Processing
- For Hadoop MapReduce Processes
- For Data Extract and EDW Loading
- Four Big Data reporting strategies
- Methodology for report testing
- Apache Falcon
- Performance testing and Approach
- Failover testing
- Methods and tools
- Jepsen
- Hardware selection for master nodes
- Hardware selection for slave nodes
- Infrastructure setup key points